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* samples: add api_key for Ollama sample usage * Update python/samples/getting_started/agents/ollama/ollama_with_openai_chat_client.py Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com> * fix: update Ollama API key to an unused constant --------- Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
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Python Samples
This directory contains samples demonstrating the capabilities of Microsoft Agent Framework for Python.
Getting Started
For step-by-step tutorials and examples, see the getting_started directory:
- Agents - Learn how to create and use agents with various providers (Azure OpenAI, OpenAI, Azure AI, etc.)
- Workflows - Explore workflow patterns for orchestrating multiple agents
- DevUI - Web interface samples for testing agents and workflows interactively
- Chat Client - Examples of using chat clients directly
- Threads - Manage conversation threads and chat message stores
- Context Providers - Integrate with context providers like Mem0 and Redis
- Middleware - Add middleware for logging, telemetry, and custom processing
- Multimodal Input - Handle images and other multimodal inputs
- Observability - Add tracing and monitoring to your agents
- Tools - Examples of tool usage including AI function approval and error handling
Sample Guidelines
For information on creating new samples, see SAMPLE_GUIDELINES.md.